Task 14597675
| Name | ParityModified-1647042228-20268-3-0_0 |
| Workunit | 11618606 |
| Created | 11 Apr 2022, 21:58:08 UTC |
| Sent | 11 Apr 2022, 21:58:10 UTC |
| Report deadline | 19 Apr 2022, 21:58:10 UTC |
| Received | 12 Apr 2022, 0:11:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min |
| CPU time | 38 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312228 | val_loss: 0.0312238 | Time: 1136.67 ms
[2022-04-11 18:01:31 main:574] : INFO : Epoch 1543 | loss: 0.0312225 | val_loss: 0.0312277 | Time: 1125.77 ms
[2022-04-11 18:01:33 main:574] : INFO : Epoch 1544 | loss: 0.031224 | val_loss: 0.031224 | Time: 1130.93 ms
[2022-04-11 18:01:34 main:574] : INFO : Epoch 1545 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 1137.03 ms
[2022-04-11 18:01:35 main:574] : INFO : Epoch 1546 | loss: 0.0312234 | val_loss: 0.0312243 | Time: 1173.45 ms
[2022-04-11 18:01:36 main:574] : INFO : Epoch 1547 | loss: 0.0312233 | val_loss: 0.0312231 | Time: 1131.76 ms
[2022-04-11 18:01:37 main:574] : INFO : Epoch 1548 | loss: 0.0312228 | val_loss: 0.0312237 | Time: 1142.56 ms
[2022-04-11 18:01:38 main:574] : INFO : Epoch 1549 | loss: 0.0312237 | val_loss: 0.0312235 | Time: 1125.73 ms
[2022-04-11 18:01:39 main:574] : INFO : Epoch 1550 | loss: 0.0312229 | val_loss: 0.0312233 | Time: 1123.01 ms
[2022-04-11 18:01:41 main:574] : INFO : Epoch 1551 | loss: 0.0312225 | val_loss: 0.0312226 | Time: 1123.2 ms
[2022-04-11 18:01:42 main:574] : INFO : Epoch 1552 | loss: 0.0312221 | val_loss: 0.031223 | Time: 1145.74 ms
[2022-04-11 18:01:43 main:574] : INFO : Epoch 1553 | loss: 0.0312217 | val_loss: 0.0312226 | Time: 1134.67 ms
[2022-04-11 18:01:44 main:574] : INFO : Epoch 1554 | loss: 0.0312222 | val_loss: 0.0312227 | Time: 1264.64 ms
[2022-04-11 18:01:45 main:574] : INFO : Epoch 1555 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1150.29 ms
[2022-04-11 18:01:46 main:574] : INFO : Epoch 1556 | loss: 0.0312222 | val_loss: 0.0312232 | Time: 1124.61 ms
[2022-04-11 18:01:48 main:574] : INFO : Epoch 1557 | loss: 0.0312216 | val_loss: 0.0312238 | Time: 1128.11 ms
[2022-04-11 18:01:49 main:574] : INFO : Epoch 1558 | loss: 0.0312218 | val_loss: 0.0312231 | Time: 1132.03 ms
[2022-04-11 18:01:50 main:574] : INFO : Epoch 1559 | loss: 0.0312225 | val_loss: 0.0312252 | Time: 1118.32 ms
[2022-04-11 18:01:51 main:574] : INFO : Epoch 1560 | loss: 0.0312248 | val_loss: 0.0312249 | Time: 1120.62 ms
[2022-04-11 18:01:52 main:574] : INFO : Epoch 1561 | loss: 0.031223 | val_loss: 0.031223 | Time: 1133.06 ms
[2022-04-11 18:01:53 main:574] : INFO : Epoch 1562 | loss: 0.0312228 | val_loss: 0.0312255 | Time: 1136.09 ms
[2022-04-11 18:01:54 main:574] : INFO : Epoch 1563 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 1133.23 ms
[2022-04-11 18:01:55 main:574] : INFO : Epoch 1564 | loss: 0.0312234 | val_loss: 0.0312259 | Time: 1118.6 ms
[2022-04-11 18:01:57 main:574] : INFO : Epoch 1565 | loss: 0.0312218 | val_loss: 0.0312227 | Time: 1122.6 ms
[2022-04-11 18:01:58 main:574] : INFO : Epoch 1566 | loss: 0.0312229 | val_loss: 0.0312239 | Time: 1132.77 ms
[2022-04-11 18:01:59 main:574] : INFO : Epoch 1567 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 1124.45 ms
[2022-04-11 18:02:00 main:574] : INFO : Epoch 1568 | loss: 0.0312213 | val_loss: 0.0312222 | Time: 1134.17 ms
[2022-04-11 18:02:01 main:574] : INFO : Epoch 1569 | loss: 0.0312215 | val_loss: 0.0312232 | Time: 1135.19 ms
[2022-04-11 18:02:02 main:574] : INFO : Epoch 1570 | loss: 0.0312213 | val_loss: 0.031223 | Time: 1132.78 ms
[2022-04-11 18:02:03 main:574] : INFO : Epoch 1571 | loss: 0.0312221 | val_loss: 0.031222 | Time: 1122.96 ms
[2022-04-11 18:02:04 main:574] : INFO : Epoch 1572 | loss: 0.0312211 | val_loss: 0.0312221 | Time: 1133.8 ms
[2022-04-11 18:02:06 main:574] : INFO : Epoch 1573 | loss: 0.0312212 | val_loss: 0.0312241 | Time: 1126.28 ms
[2022-04-11 18:02:07 main:574] : INFO : Epoch 1574 | loss: 0.0312219 | val_loss: 0.0312243 | Time: 1125.31 ms
[2022-04-11 18:02:08 main:574] : INFO : Epoch 1575 | loss: 0.031225 | val_loss: 0.0312231 | Time: 1127.74 ms
[2022-04-11 18:02:09 main:574] : INFO : Epoch 1576 | loss: 0.0312219 | val_loss: 0.031224 | Time: 1137.61 ms
[2022-04-11 18:02:10 main:574] : INFO : Epoch 1577 | loss: 0.0312225 | val_loss: 0.0312315 | Time: 1121.18 ms
[2022-04-11 18:02:11 main:574] : INFO : Epoch 1578 | loss: 0.0312289 | val_loss: 0.0312243 | Time: 1126.05 ms
[2022-04-11 18:02:12 main:574] : INFO : Epoch 1579 | loss: 0.0312245 | val_loss: 0.0312247 | Time: 1129.02 ms
[2022-04-11 18:02:14 main:574] : INFO : Epoch 1580 | loss: 0.0312242 | val_loss: 0.0312283 | Time: 1134.65 ms
[2022-04-11 18:02:15 main:574] : INFO : Epoch 1581 | loss: 0.0312255 | val_loss: 0.0312254 | Time: 1119.76 ms
[2022-04-11 18:02:16 main:574] : INFO : Epoch 1582 | loss: 0.0312224 | val_loss: 0.0312278 | Time: 1131.86 ms
[2022-04-11 18:02:17 main:574] : INFO : Epoch 1583 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 1135.26 ms
[2022-04-11 18:02:18 main:574] : INFO : Epoch 1584 | loss: 0.0312224 | val_loss: 0.0312226 | Time: 1128.24 ms
[2022-04-11 18:02:19 main:574] : INFO : Epoch 1585 | loss: 0.0312225 | val_loss: 0.0312235 | Time: 1137.16 ms
[2022-04-11 18:02:20 main:574] : INFO : Epoch 1586 | loss: 0.031223 | val_loss: 0.0312261 | Time: 1123.04 ms
[2022-04-11 18:02:21 main:574] : INFO : Epoch 1587 | loss: 0.0312242 | val_loss: 0.0312314 | Time: 1135.96 ms
[2022-04-11 18:02:23 main:574] : INFO : Epoch 1588 | loss: 0.0312239 | val_loss: 0.0312237 | Time: 1127.77 ms
[2022-04-11 18:02:24 main:574] : INFO : Epoch 1589 | loss: 0.0312228 | val_loss: 0.0312258 | Time: 1127.59 ms
[2022-04-11 18:02:25 main:574] : INFO : Epoch 1590 | loss: 0.0312258 | val_loss: 0.0312238 | Time: 1134.31 ms
[2022-04-11 18:02:26 main:574] : INFO : Epoch 1591 | loss: 0.0312242 | val_loss: 0.0312251 | Time: 1143.26 ms
[2022-04-11 18:02:27 main:574] : INFO : Epoch 1592 | loss: 0.031222 | val_loss: 0.031225 | Time: 1131.31 ms
[2022-04-11 18:02:28 main:574] : INFO : Epoch 1593 | loss: 0.031226 | val_loss: 0.0312289 | Time: 1118.62 ms
[2022-04-11 18:02:29 main:574] : INFO : Epoch 1594 | loss: 0.0312249 | val_loss: 0.0312245 | Time: 1132.23 ms
[2022-04-11 18:02:31 main:574] : INFO : Epoch 1595 | loss: 0.0312244 | val_loss: 0.0312291 | Time: 1129.11 ms
[2022-04-11 18:02:32 main:574] : INFO : Epoch 1596 | loss: 0.0312244 | val_loss: 0.0312236 | Time: 1129.26 ms
[2022-04-11 18:02:33 main:574] : INFO : Epoch 1597 | loss: 0.0312234 | val_loss: 0.0312244 | Time: 1131.18 ms
[2022-04-11 18:02:34 main:574] : INFO : Epoch 1598 | loss: 0.0312227 | val_loss: 0.0312239 | Time: 1122.89 ms
[2022-04-11 18:02:35 main:574] : INFO : Epoch 1599 | loss: 0.0312234 | val_loss: 0.0312246 | Time: 1129.49 ms
[2022-04-11 18:02:36 main:574] : INFO : Epoch 1600 | loss: 0.0312215 | val_loss: 0.0312247 | Time: 1122.88 ms
[2022-04-11 18:02:37 main:574] : INFO : Epoch 1601 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 1142.41 ms
[2022-04-11 18:02:38 main:574] : INFO : Epoch 1602 | loss: 0.0312213 | val_loss: 0.0312233 | Time: 1121.45 ms
[2022-04-11 18:02:40 main:574] : INFO : Epoch 1603 | loss: 0.0312231 | val_loss: 0.0312228 | Time: 1126.68 ms
[2022-04-11 18:02:41 main:574] : INFO : Epoch 1604 | loss: 0.031222 | val_loss: 0.0312228 | Time: 1133.85 ms
[2022-04-11 18:02:42 main:574] : INFO : Epoch 1605 | loss: 0.0312215 | val_loss: 0.0312281 | Time: 1124.2 ms
[2022-04-11 18:02:43 main:574] : INFO : Epoch 1606 | loss: 0.0312236 | val_loss: 0.031225 | Time: 1130.71 ms
[2022-04-11 18:02:44 main:574] : INFO : Epoch 1607 | loss: 0.0312231 | val_loss: 0.0312251 | Time: 1125.68 ms
[2022-04-11 18:02:45 main:574] : INFO : Epoch 1608 | loss: 0.0312229 | val_loss: 0.0312256 | Time: 1137.5 ms
[2022-04-11 18:02:46 main:574] : INFO : Epoch 1609 | loss: 0.0312236 | val_loss: 0.0312237 | Time: 1127.52 ms
[2022-04-11 18:02:47 main:574] : INFO : Epoch 1610 | loss: 0.0312227 | val_loss: 0.0312391 | Time: 1122.39 ms
[2022-04-11 18:02:49 main:574] : INFO : Epoch 1611 | loss: 0.0312295 | val_loss: 0.0312433 | Time: 1139.23 ms
[2022-04-11 18:02:50 main:574] : INFO : Epoch 1612 | loss: 0.0319982 | val_loss: 0.0335264 | Time: 1142.8 ms
[2022-04-11 18:02:51 main:574] : INFO : Epoch 1613 | loss: 0.0323849 | val_loss: 0.0315835 | Time: 1130.43 ms
[2022-04-11 18:02:52 main:574] : INFO : Epoch 1614 | loss: 0.0323916 | val_loss: 0.0317647 | Time: 1121.67 ms
[2022-04-11 18:02:53 main:574] : INFO : Epoch 1615 | loss: 0.0322724 | val_loss: 0.0314935 | Time: 1130.04 ms
[2022-04-11 18:02:54 main:574] : INFO : Epoch 1616 | loss: 0.0313667 | val_loss: 0.0312786 | Time: 1125.93 ms
[2022-04-11 18:02:55 main:574] : INFO : Epoch 1617 | loss: 0.0312634 | val_loss: 0.0312523 | Time: 1138.05 ms
[2022-04-11 18:02:57 main:574] : INFO : Epoch 1618 | loss: 0.0312468 | val_loss: 0.0312441 | Time: 1132.7 ms
[2022-04-11 18:02:58 main:574] : INFO : Epoch 1619 | loss: 0.0312412 | val_loss: 0.0312408 | Time: 1135.61 ms
[2022-04-11 18:02:59 main:574] : INFO : Epoch 1620 | loss: 0.0312377 | val_loss: 0.0312363 | Time: 1140.23 ms
[2022-04-11 18:03:00 main:574] : INFO : Epoch 1621 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 1150.64 ms
[2022-04-11 18:03:01 main:574] : INFO : Epoch 1622 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 1128.28 ms
[2022-04-11 18:03:02 main:574] : INFO : Epoch 1623 | loss: 0.0312272 | val_loss: 0.031227 | Time: 1131.95 ms
[2022-04-11 18:03:03 main:574] : INFO : Epoch 1624 | loss: 0.0312254 | val_loss: 0.0312256 | Time: 1128.03 ms
[2022-04-11 18:03:05 main:574] : INFO : Epoch 1625 | loss: 0.031224 | val_loss: 0.0312241 | Time: 1126.95 ms
[2022-04-11 18:03:06 main:574] : INFO : Epoch 1626 | loss: 0.0312225 | val_loss: 0.0312234 | Time: 1126.85 ms
[2022-04-11 18:03:07 main:574] : INFO : Epoch 1627 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 1131.1 ms
[2022-04-11 18:03:08 main:574] : INFO : Epoch 1628 | loss: 0.0312215 | val_loss: 0.031223 | Time: 1127.74 ms
[2022-04-11 18:03:09 main:574] : INFO : Epoch 1629 | loss: 0.031222 | val_loss: 0.031224 | Time: 1133.5 ms
[2022-04-11 18:03:10 main:574] : INFO : Epoch 1630 | loss: 0.0312216 | val_loss: 0.0312235 | Time: 1126.37 ms
[2022-04-11 18:03:11 main:574] : INFO : Epoch 1631 | loss: 0.0312219 | val_loss: 0.0312229 | Time: 1132.15 ms
[2022-04-11 18:03:12 main:574] : INFO : Epoch 1632 | loss: 0.0312212 | val_loss: 0.0312231 | Time: 1130.82 ms
[2022-04-11 18:03:14 main:574] : INFO : Epoch 1633 | loss: 0.0312213 | val_loss: 0.0312228 | Time: 1137.78 ms
[2022-04-11 18:03:15 main:574] : INFO : Epoch 1634 | loss: 0.0312214 | val_loss: 0.0312233 | Time: 1127.26 ms
[2022-04-11 18:03:16 main:574] : INFO : Epoch 1635 | loss: 0.0312216 | val_loss: 0.0312227 | Time: 1131.93 ms
[2022-04-11 18:03:17 main:574] : INFO : Epoch 1636 | loss: 0.031221 | val_loss: 0.0312254 | Time: 1124.7 ms
[2022-04-11 18:03:18 main:574] : INFO : Epoch 1637 | loss: 0.031222 | val_loss: 0.0312229 | Time: 1132.19 ms
[2022-04-11 18:03:19 main:574] : INFO : Epoch 1638 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 1113.16 ms
[2022-04-11 18:03:20 main:574] : INFO : Epoch 1639 | loss: 0.0312207 | val_loss: 0.0312229 | Time: 1142.83 ms
[2022-04-11 18:03:21 main:574] : INFO : Epoch 1640 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 1126.19 ms
[2022-04-11 18:03:23 main:574] : INFO : Epoch 1641 | loss: 0.0312209 | val_loss: 0.0312225 | Time: 1128.27 ms
[2022-04-11 18:03:24 main:574] : INFO : Epoch 1642 | loss: 0.0312207 | val_loss: 0.0312228 | Time: 1130.89 ms
[2022-04-11 18:03:25 main:574] : INFO : Epoch 1643 | loss: 0.0312221 | val_loss: 0.0312226 | Time: 1132.22 ms
[2022-04-11 18:03:26 main:574] : INFO : Epoch 1644 | loss: 0.0312216 | val_loss: 0.031223 | Time: 1131.41 ms
[2022-04-11 18:03:27 main:574] : INFO : Epoch 1645 | loss: 0.0312208 | val_loss: 0.0312231 | Time: 1119.02 ms
[2022-04-11 18:03:28 main:574] : INFO : Epoch 1646 | loss: 0.0312206 | val_loss: 0.0312227 | Time: 1123.49 ms
[2022-04-11 18:03:29 main:574] : INFO : Epoch 1647 | loss: 0.0312203 | val_loss: 0.0312228 | Time: 1122.98 ms
[2022-04-11 18:03:31 main:574] : INFO : Epoch 1648 | loss: 0.0312202 | val_loss: 0.0312226 | Time: 1127.53 ms
[2022-04-11 18:03:32 main:574] : INFO : Epoch 1649 | loss: 0.0312204 | val_loss: 0.0312239 | Time: 1129.69 ms
[2022-04-11 18:03:33 main:574] : INFO : Epoch 1650 | loss: 0.0312213 | val_loss: 0.0312232 | Time: 1126.52 ms
[2022-04-11 18:03:34 main:574] : INFO : Epoch 1651 | loss: 0.0312203 | val_loss: 0.0312227 | Time: 1126.53 ms
[2022-04-11 18:03:35 main:574] : INFO : Epoch 1652 | loss: 0.0312201 | val_loss: 0.0312228 | Time: 1129.2 ms
[2022-04-11 18:03:36 main:574] : INFO : Epoch 1653 | loss: 0.03122 | val_loss: 0.0312224 | Time: 1131.17 ms
[2022-04-11 18:03:37 main:574] : INFO : Epoch 1654 | loss: 0.0312199 | val_loss: 0.0312228 | Time: 1139.52 ms
[2022-04-11 18:03:38 main:574] : INFO : Epoch 1655 | loss: 0.0312207 | val_loss: 0.0312218 | Time: 1125.43 ms
[2022-04-11 18:03:40 main:574] : INFO : Epoch 1656 | loss: 0.031221 | val_loss: 0.0312228 | Time: 1137.97 ms
[2022-04-11 18:03:41 main:574] : INFO : Epoch 1657 | loss: 0.0312207 | val_loss: 0.0312221 | Time: 1127.93 ms
[2022-04-11 18:03:42 main:574] : INFO : Epoch 1658 | loss: 0.0312205 | val_loss: 0.0312223 | Time: 1130.16 ms
[2022-04-11 18:03:43 main:574] : INFO : Epoch 1659 | loss: 0.0312204 | val_loss: 0.0312217 | Time: 1136.12 ms
[2022-04-11 18:03:44 main:574] : INFO : Epoch 1660 | loss: 0.0312208 | val_loss: 0.0312215 | Time: 1126.83 ms
[2022-04-11 18:03:45 main:574] : INFO : Epoch 1661 | loss: 0.0312202 | val_loss: 0.0312219 | Time: 1134.26 ms
[2022-04-11 18:03:46 main:574] : INFO : Epoch 1662 | loss: 0.0312204 | val_loss: 0.0312217 | Time: 1129.39 ms
[2022-04-11 18:03:48 main:574] : INFO : Epoch 1663 | loss: 0.0312207 | val_loss: 0.0312225 | Time: 1134.05 ms
[2022-04-11 18:03:49 main:574] : INFO : Epoch 1664 | loss: 0.0312208 | val_loss: 0.0312217 | Time: 1123.64 ms
[2022-04-11 18:03:50 main:574] : INFO : Epoch 1665 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 1122.69 ms
[2022-04-11 18:03:51 main:574] : INFO : Epoch 1666 | loss: 0.03122 | val_loss: 0.0312222 | Time: 1117.48 ms
[2022-04-11 18:03:52 main:574] : INFO : Epoch 1667 | loss: 0.03122 | val_loss: 0.0312217 | Time: 1127.16 ms
[2022-04-11 18:03:53 main:574] : INFO : Epoch 1668 | loss: 0.0312205 | val_loss: 0.031222 | Time: 1131.57 ms
[2022-04-11 18:03:54 main:574] : INFO : Epoch 1669 | loss: 0.03122 | val_loss: 0.0312214 | Time: 1123.6 ms
[2022-04-11 18:03:55 main:574] : INFO : Epoch 1670 | loss: 0.0312203 | val_loss: 0.0312232 | Time: 1124.26 ms
[2022-04-11 18:03:57 main:574] : INFO : Epoch 1671 | loss: 0.0312204 | val_loss: 0.0312225 | Time: 1133.28 ms
[2022-04-11 18:03:58 main:574] : INFO : Epoch 1672 | loss: 0.0312206 | val_loss: 0.0312224 | Time: 1125.96 ms
[2022-04-11 18:03:59 main:574] : INFO : Epoch 1673 | loss: 0.0312203 | val_loss: 0.0312216 | Time: 1132.98 ms
[2022-04-11 18:04:00 main:574] : INFO : Epoch 1674 | loss: 0.03122 | val_loss: 0.0312223 | Time: 1135.64 ms
[2022-04-11 18:04:01 main:574] : INFO : Epoch 1675 | loss: 0.0312201 | val_loss: 0.0312209 | Time: 1134.16 ms
[2022-04-11 18:04:02 main:574] : INFO : Epoch 1676 | loss: 0.0312201 | val_loss: 0.0312223 | Time: 1121.81 ms
[2022-04-11 18:04:03 main:574] : INFO : Epoch 1677 | loss: 0.0312203 | val_loss: 0.0312216 | Time: 1128.58 ms
[2022-04-11 18:04:04 main:574] : INFO : Epoch 1678 | loss: 0.0312202 | val_loss: 0.0312245 | Time: 1125.66 ms
[2022-04-11 18:04:06 main:574] : INFO : Epoch 1679 | loss: 0.0312202 | val_loss: 0.031224 | Time: 1122.31 ms
[2022-04-11 18:04:07 main:574] : INFO : Epoch 1680 | loss: 0.0312214 | val_loss: 0.0312222 | Time: 1128.34 ms
[2022-04-11 18:04:08 main:574] : INFO : Epoch 1681 | loss: 0.0312199 | val_loss: 0.0312208 | Time: 1124.77 ms
[2022-04-11 18:04:09 main:574] : INFO : Epoch 1682 | loss: 0.03122 | val_loss: 0.0312222 | Time: 1125.45 ms
[2022-04-11 18:04:10 main:574] : INFO : Epoch 1683 | loss: 0.0312209 | val_loss: 0.0312255 | Time: 1137.04 ms
[2022-04-11 18:04:11 main:574] : INFO : Epoch 1684 | loss: 0.0312208 | val_loss: 0.0312211 | Time: 1125.97 ms
[2022-04-11 18:04:12 main:574] : INFO : Epoch 1685 | loss: 0.0312204 | val_loss: 0.0312234 | Time: 1129.11 ms
[2022-04-11 18:04:14 main:574] : INFO : Epoch 1686 | loss: 0.0312211 | val_loss: 0.0312226 | Time: 1126.83 ms
[2022-04-11 18:04:15 main:574] : INFO : Epoch 1687 | loss: 0.0312199 | val_loss: 0.0312206 | Time: 1137.02 ms
[2022-04-11 18:04:16 main:574] : INFO : Epoch 1688 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 1126.87 ms
[2022-04-11 18:04:17 main:574] : INFO : Epoch 1689 | loss: 0.0312207 | val_loss: 0.031221 | Time: 1135.28 ms
[2022-04-11 18:04:18 main:574] : INFO : Epoch 1690 | loss: 0.0312203 | val_loss: 0.0312217 | Time: 1121.56 ms
[2022-04-11 18:04:19 main:574] : INFO : Epoch 1691 | loss: 0.0312191 | val_loss: 0.031222 | Time: 1128.67 ms
[2022-04-11 18:04:20 main:574] : INFO : Epoch 1692 | loss: 0.0312193 | val_loss: 0.0312227 | Time: 1125.73 ms
[2022-04-11 18:04:21 main:574] : INFO : Epoch 1693 | loss: 0.0312194 | val_loss: 0.0312215 | Time: 1126.77 ms
[2022-04-11 18:04:23 main:574] : INFO : Epoch 1694 | loss: 0.031219 | val_loss: 0.0312215 | Time: 1124.51 ms
[2022-04-11 18:04:24 main:574] : INFO : Epoch 1695 | loss: 0.0312195 | val_loss: 0.0312224 | Time: 1128.47 ms
[2022-04-11 18:04:25 main:574] : INFO : Epoch 1696 | loss: 0.0312192 | val_loss: 0.031223 | Time: 1127.46 ms
[2022-04-11 18:04:26 main:574] : INFO : Epoch 1697 | loss: 0.0312193 | val_loss: 0.0312226 | Time: 1133.18 ms
[2022-04-11 18:04:27 main:574] : INFO : Epoch 1698 | loss: 0.0312189 | val_loss: 0.0312221 | Time: 1131.48 ms
[2022-04-11 18:04:28 main:574] : INFO : Epoch 1699 | loss: 0.0312194 | val_loss: 0.0312214 | Time: 1127.98 ms
[2022-04-11 18:04:29 main:574] : INFO : Epoch 1700 | loss: 0.0312192 | val_loss: 0.0312209 | Time: 1125 ms
[2022-04-11 18:04:30 main:574] : INFO : Epoch 1701 | loss: 0.031219 | val_loss: 0.0312239 | Time: 1147.58 ms
[2022-04-11 18:04:32 main:574] : INFO : Epoch 1702 | loss: 0.0312189 | val_loss: 0.0312231 | Time: 1136.2 ms
[2022-04-11 18:04:33 main:574] : INFO : Epoch 1703 | loss: 0.0312195 | val_loss: 0.0312219 | Time: 1129.64 ms
[2022-04-11 18:04:34 main:574] : INFO : Epoch 1704 | loss: 0.0312192 | val_loss: 0.0312224 | Time: 1123.61 ms
[2022-04-11 18:04:35 main:574] : INFO : Epoch 1705 | loss: 0.0312212 | val_loss: 0.0312256 | Time: 1119.36 ms
[2022-04-11 18:04:36 main:574] : INFO : Epoch 1706 | loss: 0.0312206 | val_loss: 0.0312222 | Time: 1125.3 ms
[2022-04-11 18:04:37 main:574] : INFO : Epoch 1707 | loss: 0.0312194 | val_loss: 0.0312225 | Time: 1144.9 ms
[2022-04-11 18:04:38 main:574] : INFO : Epoch 1708 | loss: 0.031219 | val_loss: 0.0312219 | Time: 1126.21 ms
[2022-04-11 18:04:40 main:574] : INFO : Epoch 1709 | loss: 0.0312198 | val_loss: 0.0312262 | Time: 1122.46 ms
[2022-04-11 18:04:41 main:574] : INFO : Epoch 1710 | loss: 0.0312188 | val_loss: 0.0312225 | Time: 1124.86 ms
[2022-04-11 18:04:42 main:574] : INFO : Epoch 1711 | loss: 0.0312187 | val_loss: 0.0312224 | Time: 1130.44 ms
[2022-04-11 18:04:43 main:574] : INFO : Epoch 1712 | loss: 0.0312187 | val_loss: 0.0312231 | Time: 1122.44 ms
[2022-04-11 18:04:44 main:574] : INFO : Epoch 1713 | loss: 0.0312195 | val_loss: 0.0312227 | Time: 1119.97 ms
[2022-04-11 18:04:45 main:574] : INFO : Epoch 1714 | loss: 0.03122 | val_loss: 0.0312261 | Time: 1122.22 ms
[2022-04-11 18:04:46 main:574] : INFO : Epoch 1715 | loss: 0.031221 | val_loss: 0.0312218 | Time: 1118.17 ms
[2022-04-11 18:04:47 main:574] : INFO : Epoch 1716 | loss: 0.0312188 | val_loss: 0.0312234 | Time: 1131.82 ms
[2022-04-11 18:04:49 main:574] : INFO : Epoch 1717 | loss: 0.0312212 | val_loss: 0.0312258 | Time: 1128.3 ms
[2022-04-11 18:04:50 main:574] : INFO : Epoch 1718 | loss: 0.0312203 | val_loss: 0.031221 | Time: 1135.06 ms
[2022-04-11 18:04:51 main:574] : INFO : Epoch 1719 | loss: 0.0312187 | val_loss: 0.0312215 | Time: 1126.15 ms
[2022-04-11 18:04:52 main:574] : INFO : Epoch 1720 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 1133.87 ms
[2022-04-11 18:04:53 main:574] : INFO : Epoch 1721 | loss: 0.0312185 | val_loss: 0.0312231 | Time: 1124.54 ms
[2022-04-11 18:04:54 main:574] : INFO : Epoch 1722 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 1124.8 ms
[2022-04-11 18:04:55 main:574] : INFO : Epoch 1723 | loss: 0.0312182 | val_loss: 0.0312214 | Time: 1129.55 ms
[2022-04-11 18:04:56 main:574] : INFO : Epoch 1724 | loss: 0.0312182 | val_loss: 0.0312214 | Time: 1132.18 ms
[2022-04-11 18:04:58 main:574] : INFO : Epoch 1725 | loss: 0.0312185 | val_loss: 0.0312213 | Time: 1129.83 ms
[2022-04-11 18:04:59 main:574] : INFO : Epoch 1726 | loss: 0.0312191 | val_loss: 0.0312253 | Time: 1124.56 ms
[2022-04-11 18:05:00 main:574] : INFO : Epoch 1727 | loss: 0.0312199 | val_loss: 0.0312213 | Time: 1136.48 ms
[2022-04-11 18:05:01 main:574] : INFO : Epoch 1728 | loss: 0.0312225 | val_loss: 0.0312256 | Time: 1131.26 ms
[2022-04-11 18:05:02 main:574] : INFO : Epoch 1729 | loss: 0.0312198 | val_loss: 0.0312237 | Time: 1129.83 ms
[2022-04-11 18:05:03 main:574] : INFO : Epoch 1730 | loss: 0.03122 | val_loss: 0.031223 | Time: 1132.53 ms
[2022-04-11 18:05:04 main:574] : INFO : Epoch 1731 | loss: 0.0312199 | val_loss: 0.0312222 | Time: 1121.51 ms
[2022-04-11 18:05:06 main:574] : INFO : Epoch 1732 | loss: 0.0312201 | val_loss: 0.0312215 | Time: 1133.35 ms
[2022-04-11 18:05:07 main:574] : INFO : Epoch 1733 | loss: 0.0312219 | val_loss: 0.0312222 | Time: 1126.23 ms
[2022-04-11 18:05:08 main:574] : INFO : Epoch 1734 | loss: 0.0312187 | val_loss: 0.0312207 | Time: 1125.37 ms
[2022-04-11 18:05:09 main:574] : INFO : Epoch 1735 | loss: 0.0312192 | val_loss: 0.0312208 | Time: 1127.19 ms
[2022-04-11 18:05:10 main:574] : INFO : Epoch 1736 | loss: 0.0312187 | val_loss: 0.0312206 | Time: 1140.88 ms
[2022-04-11 18:05:11 main:574] : INFO : Epoch 1737 | loss: 0.0312185 | val_loss: 0.0312209 | Time: 1128 ms
[2022-04-11 18:05:12 main:574] : INFO : Epoch 1738 | loss: 0.0312183 | val_loss: 0.0312202 | Time: 1127.12 ms
[2022-04-11 18:05:13 main:574] : INFO : Epoch 1739 | loss: 0.0312183 | val_loss: 0.0312222 | Time: 1128.26 ms
[2022-04-11 18:05:15 main:574] : INFO : Epoch 1740 | loss: 0.031219 | val_loss: 0.0312213 | Time: 1125.21 ms
[2022-04-11 18:05:16 main:574] : INFO : Epoch 1741 | loss: 0.0312189 | val_loss: 0.0312213 | Time: 1136.15 ms
[2022-04-11 18:05:17 main:574] : INFO : Epoch 1742 | loss: 0.0312183 | val_loss: 0.0312205 | Time: 1130.01 ms
[2022-04-11 18:05:18 main:574] : INFO : Epoch 1743 | loss: 0.031218 | val_loss: 0.0312216 | Time: 1132.3 ms
[2022-04-11 18:05:19 main:574] : INFO : Epoch 1744 | loss: 0.0312187 | val_loss: 0.0312221 | Time: 1127.18 ms
[2022-04-11 18:05:20 main:574] : INFO : Epoch 1745 | loss: 0.0312188 | val_loss: 0.0312209 | Time: 1132.47 ms
[2022-04-11 18:05:21 main:574] : INFO : Epoch 1746 | loss: 0.031219 | val_loss: 0.0312207 | Time: 1135.95 ms
[2022-04-11 18:05:23 main:574] : INFO : Epoch 1747 | loss: 0.0312189 | val_loss: 0.031221 | Time: 1130.76 ms
[2022-04-11 18:05:24 main:574] : INFO : Epoch 1748 | loss: 0.0312193 | val_loss: 0.0312236 | Time: 1130.11 ms
[2022-04-11 18:05:25 main:574] : INFO : Epoch 1749 | loss: 0.0312198 | val_loss: 0.0312206 | Time: 1129.69 ms
[2022-04-11 18:05:26 main:574] : INFO : Epoch 1750 | loss: 0.0312184 | val_loss: 0.0312216 | Time: 1132.84 ms
[2022-04-11 18:05:27 main:574] : INFO : Epoch 1751 | loss: 0.0312201 | val_loss: 0.0312238 | Time: 1133.47 ms
[2022-04-11 18:05:28 main:574] : INFO : Epoch 1752 | loss: 0.0312204 | val_loss: 0.0312266 | Time: 1128.11 ms
[2022-04-11 18:05:29 main:574] : INFO : Epoch 1753 | loss: 0.0312189 | val_loss: 0.03122 | Time: 1124.29 ms
[2022-04-11 18:05:30 main:574] : INFO : Epoch 1754 | loss: 0.0312183 | val_loss: 0.0312237 | Time: 1136.44 ms
[2022-04-11 18:05:32 main:574] : INFO : Epoch 1755 | loss: 0.0312208 | val_loss: 0.0312244 | Time: 1118.53 ms
[2022-04-11 18:05:33 main:574] : INFO : Epoch 1756 | loss: 0.0312186 | val_loss: 0.0312194 | Time: 1134.8 ms
[2022-04-11 18:05:34 main:574] : INFO : Epoch 1757 | loss: 0.0312188 | val_loss: 0.0312216 | Time: 1118.24 ms
[2022-04-11 18:05:35 main:574] : INFO : Epoch 1758 | loss: 0.0312192 | val_loss: 0.0312197 | Time: 1126.57 ms
[2022-04-11 18:05:36 main:574] : INFO : Epoch 1759 | loss: 0.031219 | val_loss: 0.0312215 | Time: 1124.08 ms
[2022-04-11 18:05:37 main:574] : INFO : Epoch 1760 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 1140.48 ms
[2022-04-11 18:05:38 main:574] : INFO : Epoch 1761 | loss: 0.0312191 | val_loss: 0.0312214 | Time: 1125.66 ms
[2022-04-11 18:05:39 main:574] : INFO : Epoch 1762 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 1124.72 ms
[2022-04-11 18:05:41 main:574] : INFO : Epoch 1763 | loss: 0.031218 | val_loss: 0.0312203 | Time: 1122.15 ms
[2022-04-11 18:05:42 main:574] : INFO : Epoch 1764 | loss: 0.0312178 | val_loss: 0.0312224 | Time: 1121.68 ms
[2022-04-11 18:05:43 main:574] : INFO : Epoch 1765 | loss: 0.0312183 | val_loss: 0.0312197 | Time: 1132.96 ms
[2022-04-11 18:05:44 main:574] : INFO : Epoch 1766 | loss: 0.0312191 | val_loss: 0.0312197 | Time: 1122.1 ms
[2022-04-11 18:05:45 main:574] : INFO : Epoch 1767 | loss: 0.0312192 | val_loss: 0.0312198 | Time: 1121.58 ms
[2022-04-11 18:05:57 main:574] : INFO : Epoch 1768 | loss: 0.0312183 | val_loss: 0.0312214 | Time: 11486 ms
[2022-04-11 18:05:58 main:574] : INFO : Epoch 1769 | loss: 0.031219 | val_loss: 0.0312211 | Time: 1136.29 ms
[2022-04-11 18:05:59 main:574] : INFO : Epoch 1770 | loss: 0.0312181 | val_loss: 0.0312221 | Time: 1127.33 ms
[2022-04-11 18:06:00 main:574] : INFO : Epoch 1771 | loss: 0.0312182 | val_loss: 0.0312213 | Time: 1131.33 ms
[2022-04-11 18:06:01 main:574] : INFO : Epoch 1772 | loss: 0.0312186 | val_loss: 0.0312203 | Time: 1129.52 ms
[2022-04-11 18:06:02 main:574] : INFO : Epoch 1773 | loss: 0.0312176 | val_loss: 0.0312216 | Time: 1127.85 ms
[2022-04-11 18:06:03 main:574] : INFO : Epoch 1774 | loss: 0.0312174 | val_loss: 0.0312206 | Time: 1127.45 ms
[2022-04-11 18:06:05 main:574] : INFO : Epoch 1775 | loss: 0.0312169 | val_loss: 0.0312197 | Time: 1131.01 ms
[2022-04-11 18:06:06 main:574] : INFO : Epoch 1776 | loss: 0.0312181 | val_loss: 0.0312212 | Time: 1127.39 ms
[2022-04-11 18:06:07 main:574] : INFO : Epoch 1777 | loss: 0.0312212 | val_loss: 0.0312252 | Time: 1120.72 ms
[2022-04-11 18:06:08 main:574] : INFO : Epoch 1778 | loss: 0.0312198 | val_loss: 0.0312264 | Time: 1135.03 ms
[2022-04-11 18:06:09 main:574] : INFO : Epoch 1779 | loss: 0.0312209 | val_loss: 0.0312211 | Time: 1125.54 ms
[2022-04-11 18:06:10 main:574] : INFO : Epoch 1780 | loss: 0.0312184 | val_loss: 0.0312237 | Time: 1125.43 ms
[2022-04-11 18:06:11 main:574] : INFO : Epoch 1781 | loss: 0.0312198 | val_loss: 0.0312265 | Time: 1128.11 ms
[2022-04-11 18:06:12 main:574] : INFO : Epoch 1782 | loss: 0.0312205 | val_loss: 0.0312219 | Time: 1129.01 ms
[2022-04-11 18:06:14 main:574] : INFO : Epoch 1783 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 1121.85 ms
[2022-04-11 18:06:15 main:574] : INFO : Epoch 1784 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 1128.11 ms
[2022-04-11 18:06:16 main:574] : INFO : Epoch 1785 | loss: 0.0312189 | val_loss: 0.0312216 | Time: 1132.74 ms
[2022-04-11 18:06:17 main:574] : INFO : Epoch 1786 | loss: 0.0312202 | val_loss: 0.0312199 | Time: 1124.43 ms
[2022-04-11 18:06:18 main:574] : INFO : Epoch 1787 | loss: 0.0312181 | val_loss: 0.0312197 | Time: 1127.6 ms
[2022-04-11 18:06:19 main:574] : INFO : Epoch 1788 | loss: 0.0312172 | val_loss: 0.0312219 | Time: 1121.24 ms
[2022-04-11 18:06:20 main:574] : INFO : Epoch 1789 | loss: 0.0312186 | val_loss: 0.0312205 | Time: 1124.51 ms
[2022-04-11 18:06:21 main:574] : INFO : Epoch 1790 | loss: 0.0312181 | val_loss: 0.0312205 | Time: 1124.45 ms
[2022-04-11 18:06:23 main:574] : INFO : Epoch 1791 | loss: 0.0312185 | val_loss: 0.0312191 | Time: 1132.52 ms
[2022-04-11 18:06:24 main:574] : INFO : Epoch 1792 | loss: 0.0312231 | val_loss: 0.0312211 | Time: 1128.94 ms
[2022-04-11 18:06:25 main:574] : INFO : Epoch 1793 | loss: 0.0312208 | val_loss: 0.0312205 | Time: 1124.47 ms
[2022-04-11 18:06:26 main:574] : INFO : Epoch 1794 | loss: 0.0312241 | val_loss: 0.0312227 | Time: 1127.29 ms
[2022-04-11 18:06:27 main:574] : INFO : Epoch 1795 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 1131.43 ms
[2022-04-11 18:06:28 main:574] : INFO : Epoch 1796 | loss: 0.0312224 | val_loss: 0.0312217 | Time: 1129.09 ms
[2022-04-11 18:06:29 main:574] : INFO : Epoch 1797 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 1120.13 ms
[2022-04-11 18:06:31 main:574] : INFO : Epoch 1798 | loss: 0.0312201 | val_loss: 0.0312218 | Time: 1210.93 ms
[2022-04-11 18:06:32 main:574] : INFO : Epoch 1799 | loss: 0.0312207 | val_loss: 0.0312231 | Time: 1200.01 ms
[2022-04-11 18:06:33 main:574] : INFO : Epoch 1800 | loss: 0.03122 | val_loss: 0.0312199 | Time: 1231.52 ms
[2022-04-11 18:06:34 main:574] : INFO : Epoch 1801 | loss: 0.0312192 | val_loss: 0.0312218 | Time: 1191.88 ms
[2022-04-11 18:06:35 main:574] : INFO : Epoch 1802 | loss: 0.0312204 | val_loss: 0.0312205 | Time: 1127.92 ms
[2022-04-11 18:06:36 main:574] : INFO : Epoch 1803 | loss: 0.0312208 | val_loss: 0.0312255 | Time: 1139.91 ms
[2022-04-11 18:06:38 main:574] : INFO : Epoch 1804 | loss: 0.0312217 | val_loss: 0.0312196 | Time: 1138.3 ms
[2022-04-11 18:06:39 main:574] : INFO : Epoch 1805 | loss: 0.031219 | val_loss: 0.0312208 | Time: 1131.48 ms
[2022-04-11 18:06:40 main:574] : INFO : Epoch 1806 | loss: 0.0312189 | val_loss: 0.031219 | Time: 1134.11 ms
[2022-04-11 18:06:41 main:574] : INFO : Epoch 1807 | loss: 0.0312184 | val_loss: 0.0312197 | Time: 1126.98 ms
[2022-04-11 18:06:42 main:574] : INFO : Epoch 1808 | loss: 0.0312183 | val_loss: 0.0312197 | Time: 1121.79 ms
[2022-04-11 18:06:43 main:574] : INFO : Epoch 1809 | loss: 0.031219 | val_loss: 0.0312216 | Time: 1127.08 ms
[2022-04-11 18:06:44 main:574] : INFO : Epoch 1810 | loss: 0.0312176 | val_loss: 0.0312185 | Time: 1127.69 ms
[2022-04-11 18:06:46 main:574] : INFO : Epoch 1811 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1131.61 ms
[2022-04-11 18:06:47 main:574] : INFO : Epoch 1812 | loss: 0.0312173 | val_loss: 0.0312188 | Time: 1124.65 ms
[2022-04-11 18:06:48 main:574] : INFO : Epoch 1813 | loss: 0.0312167 | val_loss: 0.0312184 | Time: 1119.43 ms
[2022-04-11 18:06:49 main:574] : INFO : Epoch 1814 | loss: 0.0312172 | val_loss: 0.0312195 | Time: 1133.42 ms
[2022-04-11 18:06:50 main:574] : INFO : Epoch 1815 | loss: 0.0312199 | val_loss: 0.0312233 | Time: 1125.16 ms
[2022-04-11 18:06:51 main:574] : INFO : Epoch 1816 | loss: 0.0312176 | val_loss: 0.0312198 | Time: 1135.83 ms
[2022-04-11 18:06:52 main:574] : INFO : Epoch 1817 | loss: 0.031217 | val_loss: 0.0312181 | Time: 1128.51 ms
[2022-04-11 18:06:53 main:574] : INFO : Epoch 1818 | loss: 0.0312168 | val_loss: 0.0312176 | Time: 1134.49 ms
[2022-04-11 18:06:55 main:574] : INFO : Epoch 1819 | loss: 0.0312162 | val_loss: 0.0312191 | Time: 1129.16 ms
[2022-04-11 18:06:56 main:574] : INFO : Epoch 1820 | loss: 0.0312172 | val_loss: 0.0312181 | Time: 1134.82 ms
[2022-04-11 18:06:57 main:574] : INFO : Epoch 1821 | loss: 0.0312167 | val_loss: 0.0312177 | Time: 1135.95 ms
[2022-04-11 18:06:58 main:574] : INFO : Epoch 1822 | loss: 0.0312173 | val_loss: 0.0312226 | Time: 1145.49 ms
[2022-04-11 18:06:59 main:574] : INFO : Epoch 1823 | loss: 0.0312196 | val_loss: 0.0312209 | Time: 1145.83 ms
[2022-04-11 18:07:00 main:574] : INFO : Epoch 1824 | loss: 0.0312175 | val_loss: 0.0312198 | Time: 1139.16 ms
[2022-04-11 18:07:01 main:574] : INFO : Epoch 1825 | loss: 0.0312186 | val_loss: 0.0312192 | Time: 1124.72 ms
[2022-04-11 18:07:03 main:574] : INFO : Epoch 1826 | loss: 0.0312164 | val_loss: 0.0312194 | Time: 1131.9 ms
[2022-04-11 18:07:04 main:574] : INFO : Epoch 1827 | loss: 0.0312175 | val_loss: 0.031221 | Time: 1127.22 ms
[2022-04-11 18:07:05 main:574] : INFO : Epoch 1828 | loss: 0.0312177 | val_loss: 0.0312246 | Time: 1141.78 ms
[2022-04-11 18:07:06 main:574] : INFO : Epoch 1829 | loss: 0.0312176 | val_loss: 0.0312194 | Time: 1134.5 ms
[2022-04-11 18:07:07 main:574] : INFO : Epoch 1830 | loss: 0.0312163 | val_loss: 0.0312196 | Time: 1137.09 ms
[2022-04-11 18:07:08 main:574] : INFO : Epoch 1831 | loss: 0.031218 | val_loss: 0.0312192 | Time: 1131.56 ms
[2022-04-11 18:07:09 main:574] : INFO : Epoch 1832 | loss: 0.0312165 | val_loss: 0.0312186 | Time: 1138.66 ms
[2022-04-11 18:07:11 main:574] : INFO : Epoch 1833 | loss: 0.0312161 | val_loss: 0.0312181 | Time: 1130.15 ms
[2022-04-11 18:07:12 main:574] : INFO : Epoch 1834 | loss: 0.0312193 | val_loss: 0.03122 | Time: 1136.44 ms
[2022-04-11 18:07:13 main:574] : INFO : Epoch 1835 | loss: 0.0312175 | val_loss: 0.0312191 | Time: 1134.55 ms
[2022-04-11 18:07:14 main:574] : INFO : Epoch 1836 | loss: 0.0312165 | val_loss: 0.0312183 | Time: 1126.65 ms
[2022-04-11 18:07:15 main:574] : INFO : Epoch 1837 | loss: 0.0312173 | val_loss: 0.031222 | Time: 1137.47 ms
[2022-04-11 18:07:16 main:574] : INFO : Epoch 1838 | loss: 0.0312186 | val_loss: 0.0312193 | Time: 1128.83 ms
[2022-04-11 18:07:28 main:574] : INFO : Epoch 1839 | loss: 0.0312203 | val_loss: 0.0312282 | Time: 11471.9 ms
[2022-04-11 18:07:29 main:574] : INFO : Epoch 1840 | loss: 0.0312254 | val_loss: 0.0312288 | Time: 1136.2 ms
[2022-04-11 18:07:30 main:574] : INFO : Epoch 1841 | loss: 0.0312266 | val_loss: 0.0312236 | Time: 1131.89 ms
[2022-04-11 18:07:31 main:574] : INFO : Epoch 1842 | loss: 0.0312237 | val_loss: 0.0312239 | Time: 1129.12 ms
[2022-04-11 18:07:32 main:574] : INFO : Epoch 1843 | loss: 0.0312229 | val_loss: 0.0312264 | Time: 1135.45 ms
[2022-04-11 18:07:33 main:574] : INFO : Epoch 1844 | loss: 0.0312248 | val_loss: 0.0312256 | Time: 1131.33 ms
[2022-04-11 18:07:34 main:574] : INFO : Epoch 1845 | loss: 0.0312255 | val_loss: 0.0312232 | Time: 1128.73 ms
[2022-04-11 18:07:36 main:574] : INFO : Epoch 1846 | loss: 0.0312228 | val_loss: 0.0312236 | Time: 1133.38 ms
[2022-04-11 18:07:37 main:574] : INFO : Epoch 1847 | loss: 0.0312225 | val_loss: 0.0312222 | Time: 1148.56 ms
[2022-04-11 18:07:38 main:574] : INFO : Epoch 1848 | loss: 0.031223 | val_loss: 0.0312219 | Time: 1134.67 ms
[2022-04-11 18:07:39 main:574] : INFO : Epoch 1849 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 1126.07 ms
[2022-04-11 18:07:40 main:574] : INFO : Epoch 1850 | loss: 0.0312233 | val_loss: 0.0312284 | Time: 1137.83 ms
[2022-04-11 18:07:41 main:574] : INFO : Epoch 1851 | loss: 0.0312246 | val_loss: 0.0312242 | Time: 1119.93 ms
[2022-04-11 18:07:42 main:574] : INFO : Epoch 1852 | loss: 0.031223 | val_loss: 0.0312242 | Time: 1135.43 ms
[2022-04-11 18:07:44 main:574] : INFO : Epoch 1853 | loss: 0.0312225 | val_loss: 0.0312222 | Time: 1134.81 ms
[2022-04-11 18:07:45 main:574] : INFO : Epoch 1854 | loss: 0.0312215 | val_loss: 0.0312229 | Time: 1130.95 ms
[2022-04-11 18:07:46 main:574] : INFO : Epoch 1855 | loss: 0.0312212 | val_loss: 0.0312217 | Time: 1124.81 ms
[2022-04-11 18:07:47 main:574] : INFO : Epoch 1856 | loss: 0.0312211 | val_loss: 0.0312216 | Time: 1124.66 ms
[2022-04-11 18:07:48 main:574] : INFO : Epoch 1857 | loss: 0.031221 | val_loss: 0.0312232 | Time: 1130.58 ms
[2022-04-11 18:07:49 main:574] : INFO : Epoch 1858 | loss: 0.0312219 | val_loss: 0.0312209 | Time: 1141.03 ms
[2022-04-11 18:07:50 main:574] : INFO : Epoch 1859 | loss: 0.0312208 | val_loss: 0.031221 | Time: 1123.83 ms
[2022-04-11 18:07:52 main:574] : INFO : Epoch 1860 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 1128.09 ms
[2022-04-11 18:07:53 main:574] : INFO : Epoch 1861 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 1132.36 ms
[2022-04-11 18:07:54 main:574] : INFO : Epoch 1862 | loss: 0.0312224 | val_loss: 0.0312226 | Time: 1131.73 ms
[2022-04-11 18:07:55 main:574] : INFO : Epoch 1863 | loss: 0.0312215 | val_loss: 0.0312217 | Time: 1129.47 ms
[2022-04-11 18:07:56 main:574] : INFO : Epoch 1864 | loss: 0.0312214 | val_loss: 0.0312204 | Time: 1128.28 ms
[2022-04-11 18:07:57 main:574] : INFO : Epoch 1865 | loss: 0.0312211 | val_loss: 0.0312244 | Time: 1126.88 ms
[2022-04-11 18:07:58 main:574] : INFO : Epoch 1866 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 1128.39 ms
[2022-04-11 18:07:59 main:574] : INFO : Epoch 1867 | loss: 0.031221 | val_loss: 0.0312245 | Time: 1139.29 ms
[2022-04-11 18:08:01 main:574] : INFO : Epoch 1868 | loss: 0.0312213 | val_loss: 0.0312225 | Time: 1136.98 ms
[2022-04-11 18:08:02 main:574] : INFO : Epoch 1869 | loss: 0.0312219 | val_loss: 0.0312212 | Time: 1131.67 ms
[2022-04-11 18:08:03 main:574] : INFO : Epoch 1870 | loss: 0.0312204 | val_loss: 0.0312203 | Time: 1131.04 ms
[2022-04-11 18:08:04 main:574] : INFO : Epoch 1871 | loss: 0.031223 | val_loss: 0.0312266 | Time: 1131.39 ms
[2022-04-11 18:08:05 main:574] : INFO : Epoch 1872 | loss: 0.0312213 | val_loss: 0.0312226 | Time: 1132.31 ms
[2022-04-11 18:08:06 main:574] : INFO : Epoch 1873 | loss: 0.0312197 | val_loss: 0.03122 | Time: 1132.08 ms
[2022-04-11 18:08:07 main:574] : INFO : Epoch 1874 | loss: 0.0312194 | val_loss: 0.0312217 | Time: 1127.8 ms
[2022-04-11 18:08:09 main:574] : INFO : Epoch 1875 | loss: 0.0312211 | val_loss: 0.0312241 | Time: 1128.51 ms
[2022-04-11 18:08:10 main:574] : INFO : Epoch 1876 | loss: 0.0312216 | val_loss: 0.031221 | Time: 1141.38 ms
[2022-04-11 18:08:11 main:574] : INFO : Epoch 1877 | loss: 0.031221 | val_loss: 0.0312214 | Time: 1128.73 ms
[2022-04-11 18:08:12 main:574] : INFO : Epoch 1878 | loss: 0.0312201 | val_loss: 0.0312208 | Time: 1127.76 ms
[2022-04-11 18:08:13 main:574] : INFO : Epoch 1879 | loss: 0.0312209 | val_loss: 0.0312212 | Time: 1133.03 ms
[2022-04-11 18:08:14 main:574] : INFO : Epoch 1880 | loss: 0.0312189 | val_loss: 0.0312191 | Time: 1134.13 ms
[2022-04-11 18:08:15 main:574] : INFO : Epoch 1881 | loss: 0.0312187 | val_loss: 0.0312192 | Time: 1126.26 ms
[2022-04-11 18:08:16 main:574] : INFO : Epoch 1882 | loss: 0.0312199 | val_loss: 0.0312194 | Time: 1125.58 ms
[2022-04-11 18:08:18 main:574] : INFO : Epoch 1883 | loss: 0.0312192 | val_loss: 0.0312203 | Time: 1131.82 ms
[2022-04-11 18:08:19 main:574] : INFO : Epoch 1884 | loss: 0.0312188 | val_loss: 0.0312204 | Time: 1131.89 ms
[2022-04-11 18:08:20 main:574] : INFO : Epoch 1885 | loss: 0.0312228 | val_loss: 0.0312254 | Time: 1129.85 ms
[2022-04-11 18:08:21 main:574] : INFO : Epoch 1886 | loss: 0.0312234 | val_loss: 0.0312257 | Time: 1129.92 ms
[2022-04-11 18:08:22 main:574] : INFO : Epoch 1887 | loss: 0.0312239 | val_loss: 0.0312218 | Time: 1127.38 ms
[2022-04-11 18:08:23 main:574] : INFO : Epoch 1888 | loss: 0.0312236 | val_loss: 0.0312227 | Time: 1169.93 ms
[2022-04-11 18:08:24 main:574] : INFO : Epoch 1889 | loss: 0.0312243 | val_loss: 0.0312234 | Time: 1131.74 ms
[2022-04-11 18:08:26 main:574] : INFO : Epoch 1890 | loss: 0.0312224 | val_loss: 0.0312248 | Time: 1130.67 ms
[2022-04-11 18:08:27 main:574] : INFO : Epoch 1891 | loss: 0.031224 | val_loss: 0.0312223 | Time: 1133.98 ms
[2022-04-11 18:08:28 main:574] : INFO : Epoch 1892 | loss: 0.031222 | val_loss: 0.0312234 | Time: 1139.88 ms
[2022-04-11 18:08:29 main:574] : INFO : Epoch 1893 | loss: 0.0312217 | val_loss: 0.0312234 | Time: 1132.53 ms
[2022-04-11 18:08:30 main:574] : INFO : Epoch 1894 | loss: 0.0312228 | val_loss: 0.0312216 | Time: 1138.59 ms
[2022-04-11 18:08:31 main:574] : INFO : Epoch 1895 | loss: 0.0312222 | val_loss: 0.0312214 | Time: 1132.44 ms
[2022-04-11 18:08:32 main:574] : INFO : Epoch 1896 | loss: 0.031222 | val_loss: 0.0312213 | Time: 1136.33 ms
[2022-04-11 18:08:33 main:574] : INFO : Epoch 1897 | loss: 0.0312205 | val_loss: 0.0312193 | Time: 1128.04 ms
[2022-04-11 18:08:35 main:574] : INFO : Epoch 1898 | loss: 0.0312196 | val_loss: 0.0312196 | Time: 1139.68 ms
[2022-04-11 18:08:36 main:574] : INFO : Epoch 1899 | loss: 0.0312202 | val_loss: 0.0312192 | Time: 1124.99 ms
[2022-04-11 18:08:37 main:574] : INFO : Epoch 1900 | loss: 0.0312195 | val_loss: 0.0312192 | Time: 1143.35 ms
[2022-04-11 18:08:38 main:574] : INFO : Epoch 1901 | loss: 0.0312192 | val_loss: 0.0312199 | Time: 1138.24 ms
[2022-04-11 18:08:39 main:574] : INFO : Epoch 1902 | loss: 0.0312198 | val_loss: 0.031219 | Time: 1135.64 ms
[2022-04-11 18:08:40 main:574] : INFO : Epoch 1903 | loss: 0.0312196 | val_loss: 0.0312187 | Time: 1128.89 ms
[2022-04-11 18:08:41 main:574] : INFO : Epoch 1904 | loss: 0.0312194 | val_loss: 0.0312187 | Time: 1134.7 ms
[2022-04-11 18:08:43 main:574] : INFO : Epoch 1905 | loss: 0.0312197 | val_loss: 0.0312187 | Time: 1128.54 ms
[2022-04-11 18:08:44 main:574] : INFO : Epoch 1906 | loss: 0.0312197 | val_loss: 0.0312187 | Time: 1126.58 ms
[2022-04-11 18:08:45 main:574] : INFO : Epoch 1907 | loss: 0.0312196 | val_loss: 0.031219 | Time: 1131.17 ms
[2022-04-11 18:08:46 main:574] : INFO : Epoch 1908 | loss: 0.031221 | val_loss: 0.0312264 | Time: 1130.86 ms
[2022-04-11 18:08:47 main:574] : INFO : Epoch 1909 | loss: 0.031223 | val_loss: 0.0312187 | Time: 1129.84 ms
[2022-04-11 18:08:48 main:574] : INFO : Epoch 1910 | loss: 0.0312203 | val_loss: 0.0312264 | Time: 1129.52 ms
[2022-04-11 18:08:49 main:574] : INFO : Epoch 1911 | loss: 0.0312226 | val_loss: 0.0312199 | Time: 1124.84 ms
[2022-04-11 18:08:51 main:574] : INFO : Epoch 1912 | loss: 0.031219 | val_loss: 0.0312184 | Time: 1121.21 ms
[2022-04-11 18:08:52 main:574] : INFO : Epoch 1913 | loss: 0.031219 | val_loss: 0.031219 | Time: 1120.24 ms
[2022-04-11 18:08:53 main:574] : INFO : Epoch 1914 | loss: 0.0312188 | val_loss: 0.0312194 | Time: 1134.06 ms
[2022-04-11 18:08:54 main:574] : INFO : Epoch 1915 | loss: 0.0312195 | val_loss: 0.0312184 | Time: 1121.47 ms
[2022-04-11 18:08:55 main:574] : INFO : Epoch 1916 | loss: 0.031222 | val_loss: 0.0312204 | Time: 1120.59 ms
[2022-04-11 18:08:56 main:574] : INFO : Epoch 1917 | loss: 0.0312234 | val_loss: 0.0312213 | Time: 1130.86 ms
[2022-04-11 18:08:57 main:574] : INFO : Epoch 1918 | loss: 0.0312224 | val_loss: 0.0312192 | Time: 1134.05 ms
[2022-04-11 18:08:58 main:574] : INFO : Epoch 1919 | loss: 0.0312187 | val_loss: 0.0312204 | Time: 1142.97 ms
[2022-04-11 18:09:00 main:574] : INFO : Epoch 1920 | loss: 0.0312183 | val_loss: 0.0312208 | Time: 1123.48 ms
[2022-04-11 18:09:01 main:574] : INFO : Epoch 1921 | loss: 0.0312193 | val_loss: 0.0312205 | Time: 1132.37 ms
[2022-04-11 18:09:02 main:574] : INFO : Epoch 1922 | loss: 0.0312179 | val_loss: 0.0312183 | Time: 1123.68 ms
[2022-04-11 18:09:03 main:574] : INFO : Epoch 1923 | loss: 0.0312186 | val_loss: 0.0312205 | Time: 1130.28 ms
[2022-04-11 18:09:04 main:574] : INFO : Epoch 1924 | loss: 0.0312188 | val_loss: 0.0312181 | Time: 1122.14 ms
[2022-04-11 18:09:05 main:574] : INFO : Epoch 1925 | loss: 0.0312182 | val_loss: 0.0312206 | Time: 1128.93 ms
[2022-04-11 18:09:06 main:574] : INFO : Epoch 1926 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 1129.45 ms
[2022-04-11 18:09:07 main:574] : INFO : Epoch 1927 | loss: 0.0312179 | val_loss: 0.0312195 | Time: 1120.59 ms
[2022-04-11 18:09:09 main:574] : INFO : Epoch 1928 | loss: 0.0312183 | val_loss: 0.031222 | Time: 1135.16 ms
[2022-04-11 18:09:10 main:574] : INFO : Epoch 1929 | loss: 0.0312177 | val_loss: 0.0312188 | Time: 1123.49 ms
[2022-04-11 18:09:11 main:574] : INFO : Epoch 1930 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 1127.84 ms
[2022-04-11 18:09:12 main:574] : INFO : Epoch 1931 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 1128.25 ms
[2022-04-11 18:09:13 main:574] : INFO : Epoch 1932 | loss: 0.0312177 | val_loss: 0.0312187 | Time: 1132.87 ms
[2022-04-11 18:09:14 main:574] : INFO : Epoch 1933 | loss: 0.0312179 | val_loss: 0.0312234 | Time: 1125.38 ms
[2022-04-11 18:09:15 main:574] : INFO : Epoch 1934 | loss: 0.0312204 | val_loss: 0.0312193 | Time: 1131.98 ms
[2022-04-11 18:09:17 main:574] : INFO : Epoch 1935 | loss: 0.0312199 | val_loss: 0.031223 | Time: 1127.54 ms
[2022-04-11 18:09:18 main:574] : INFO : Epoch 1936 | loss: 0.0312184 | val_loss: 0.0312202 | Time: 1130.39 ms
[2022-04-11 18:09:19 main:574] : INFO : Epoch 1937 | loss: 0.0312184 | val_loss: 0.0312187 | Time: 1132.59 ms
[2022-04-11 18:09:20 main:574] : INFO : Epoch 1938 | loss: 0.0312177 | val_loss: 0.0312221 | Time: 1126.69 ms
[2022-04-11 18:09:21 main:574] : INFO : Epoch 1939 | loss: 0.0312201 | val_loss: 0.0312214 | Time: 1132.07 ms
[2022-04-11 18:09:22 main:574] : INFO : Epoch 1940 | loss: 0.0312169 | val_loss: 0.0312205 | Time: 1130.3 ms
[2022-04-11 18:09:23 main:574] : INFO : Epoch 1941 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 1130.98 ms
[2022-04-11 18:09:24 main:574] : INFO : Epoch 1942 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 1129.7 ms
[2022-04-11 18:09:26 main:574] : INFO : Epoch 1943 | loss: 0.0312203 | val_loss: 0.0312362 | Time: 1125.37 ms
[2022-04-11 18:09:27 main:574] : INFO : Epoch 1944 | loss: 0.0312216 | val_loss: 0.0312185 | Time: 1128.38 ms
[2022-04-11 18:09:28 main:574] : INFO : Epoch 1945 | loss: 0.0312189 | val_loss: 0.0312259 | Time: 1127.2 ms
[2022-04-11 18:09:29 main:574] : INFO : Epoch 1946 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 1134.57 ms
[2022-04-11 18:09:30 main:574] : INFO : Epoch 1947 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 1142.49 ms
[2022-04-11 18:09:31 main:574] : INFO : Epoch 1948 | loss: 0.0312178 | val_loss: 0.0312206 | Time: 1133.65 ms
[2022-04-11 18:09:32 main:574] : INFO : Epoch 1949 | loss: 0.0312173 | val_loss: 0.031222 | Time: 1127.95 ms
[2022-04-11 18:09:33 main:574] : INFO : Epoch 1950 | loss: 0.0312172 | val_loss: 0.0312199 | Time: 1124.81 ms
[2022-04-11 18:09:35 main:574] : INFO : Epoch 1951 | loss: 0.0312169 | val_loss: 0.0312194 | Time: 1129 ms
[2022-04-11 18:09:36 main:574] : INFO : Epoch 1952 | loss: 0.0312156 | val_loss: 0.0312207 | Time: 1147.51 ms
[2022-04-11 18:09:37 main:574] : INFO : Epoch 1953 | loss: 0.0312176 | val_loss: 0.0312237 | Time: 1140.76 ms
[2022-04-11 18:09:38 main:574] : INFO : Epoch 1954 | loss: 0.0312181 | val_loss: 0.0312203 | Time: 1124.82 ms
[2022-04-11 18:09:39 main:574] : INFO : Epoch 1955 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 1127.01 ms
[2022-04-11 18:09:40 main:574] : INFO : Epoch 1956 | loss: 0.0312166 | val_loss: 0.0312201 | Time: 1133.89 ms
[2022-04-11 18:09:41 main:574] : INFO : Epoch 1957 | loss: 0.0312156 | val_loss: 0.0312204 | Time: 1121.64 ms
[2022-04-11 18:09:43 main:574] : INFO : Epoch 1958 | loss: 0.0312157 | val_loss: 0.0312189 | Time: 1121.02 ms
[2022-04-11 18:09:44 main:574] : INFO : Epoch 1959 | loss: 0.0312181 | val_loss: 0.03122 | Time: 1126.5 ms
[2022-04-11 18:09:45 main:574] : INFO : Epoch 1960 | loss: 0.0312159 | val_loss: 0.0312186 | Time: 1125.39 ms
[2022-04-11 18:09:46 main:574] : INFO : Epoch 1961 | loss: 0.031215 | val_loss: 0.0312188 | Time: 1126.38 ms
[2022-04-11 18:09:47 main:574] : INFO : Epoch 1962 | loss: 0.031217 | val_loss: 0.0312203 | Time: 1132.99 ms
[2022-04-11 18:09:48 main:574] : INFO : Epoch 1963 | loss: 0.0312155 | val_loss: 0.0312214 | Time: 1130.27 ms
[2022-04-11 18:09:49 main:574] : INFO : Epoch 1964 | loss: 0.0312162 | val_loss: 0.0312206 | Time: 1123.99 ms
[2022-04-11 18:09:50 main:574] : INFO : Epoch 1965 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 1125.53 ms
[2022-04-11 18:09:52 main:574] : INFO : Epoch 1966 | loss: 0.0312162 | val_loss: 0.0312197 | Time: 1120.77 ms
[2022-04-11 18:09:53 main:574] : INFO : Epoch 1967 | loss: 0.0312154 | val_loss: 0.0312183 | Time: 1139.92 ms
[2022-04-11 18:09:54 main:574] : INFO : Epoch 1968 | loss: 0.0312154 | val_loss: 0.0312188 | Time: 1133.55 ms
[2022-04-11 18:09:55 main:574] : INFO : Epoch 1969 | loss: 0.0312221 | val_loss: 0.0312232 | Time: 1122.12 ms
[2022-04-11 18:09:56 main:574] : INFO : Epoch 1970 | loss: 0.0312218 | val_loss: 0.0312218 | Time: 1129.51 ms
[2022-04-11 18:09:57 main:574] : INFO : Epoch 1971 | loss: 0.0312225 | val_loss: 0.031222 | Time: 1122.79 ms
[2022-04-11 18:09:58 main:574] : INFO : Epoch 1972 | loss: 0.0312174 | val_loss: 0.0312194 | Time: 1127.07 ms
[2022-04-11 18:10:00 main:574] : INFO : Epoch 1973 | loss: 0.0312171 | val_loss: 0.0312187 | Time: 1127.87 ms
[2022-04-11 18:10:01 main:574] : INFO : Epoch 1974 | loss: 0.0312168 | val_loss: 0.0312187 | Time: 1139.04 ms
[2022-04-11 18:10:02 main:574] : INFO : Epoch 1975 | loss: 0.0312163 | val_loss: 0.0312252 | Time: 1127.66 ms
[2022-04-11 18:10:03 main:574] : INFO : Epoch 1976 | loss: 0.0312188 | val_loss: 0.0312185 | Time: 1130.24 ms
[2022-04-11 18:10:04 main:574] : INFO : Epoch 1977 | loss: 0.0312205 | val_loss: 0.0312229 | Time: 1128.08 ms
[2022-04-11 18:10:05 main:574] : INFO : Epoch 1978 | loss: 0.0312181 | val_loss: 0.0312214 | Time: 1126.8 ms
[2022-04-11 18:10:06 main:574] : INFO : Epoch 1979 | loss: 0.0312159 | val_loss: 0.0312226 | Time: 1125.83 ms
[2022-04-11 18:10:07 main:574] : INFO : Epoch 1980 | loss: 0.0312158 | val_loss: 0.0312179 | Time: 1129 ms
[2022-04-11 18:10:09 main:574] : INFO : Epoch 1981 | loss: 0.0312151 | val_loss: 0.0312182 | Time: 1130.23 ms
[2022-04-11 18:10:10 main:574] : INFO : Epoch 1982 | loss: 0.0312149 | val_loss: 0.0312183 | Time: 1126.11 ms
[2022-04-11 18:10:11 main:574] : INFO : Epoch 1983 | loss: 0.0312152 | val_loss: 0.0312176 | Time: 1132.46 ms
[2022-04-11 18:10:12 main:574] : INFO : Epoch 1984 | loss: 0.0312149 | val_loss: 0.031223 | Time: 1124.46 ms
[2022-04-11 18:10:13 main:574] : INFO : Epoch 1985 | loss: 0.0312156 | val_loss: 0.0312197 | Time: 1133.86 ms
[2022-04-11 18:10:14 main:574] : INFO : Epoch 1986 | loss: 0.0312164 | val_loss: 0.0312185 | Time: 1123.86 ms
[2022-04-11 18:10:15 main:574] : INFO : Epoch 1987 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 1133.39 ms
[2022-04-11 18:10:16 main:574] : INFO : Epoch 1988 | loss: 0.0312168 | val_loss: 0.0312178 | Time: 1135.76 ms
[2022-04-11 18:10:18 main:574] : INFO : Epoch 1989 | loss: 0.031215 | val_loss: 0.0312167 | Time: 1133.15 ms
[2022-04-11 18:10:19 main:574] : INFO : Epoch 1990 | loss: 0.0312144 | val_loss: 0.031218 | Time: 1122.43 ms
[2022-04-11 18:10:20 main:574] : INFO : Epoch 1991 | loss: 0.0312158 | val_loss: 0.0312172 | Time: 1119.66 ms
[2022-04-11 18:10:21 main:574] : INFO : Epoch 1992 | loss: 0.0312148 | val_loss: 0.0312205 | Time: 1127.13 ms
[2022-04-11 18:10:22 main:574] : INFO : Epoch 1993 | loss: 0.0312144 | val_loss: 0.0312172 | Time: 1121.17 ms
[2022-04-11 18:10:23 main:574] : INFO : Epoch 1994 | loss: 0.0312141 | val_loss: 0.0312178 | Time: 1127.44 ms
[2022-04-11 18:10:24 main:574] : INFO : Epoch 1995 | loss: 0.0312151 | val_loss: 0.0312207 | Time: 1123.52 ms
[2022-04-11 18:10:26 main:574] : INFO : Epoch 1996 | loss: 0.0312153 | val_loss: 0.0312192 | Time: 1125.66 ms
[2022-04-11 18:10:27 main:574] : INFO : Epoch 1997 | loss: 0.0312144 | val_loss: 0.0312202 | Time: 1125 ms
[2022-04-11 18:10:28 main:574] : INFO : Epoch 1998 | loss: 0.0312153 | val_loss: 0.0312189 | Time: 1139.35 ms
[2022-04-11 18:10:29 main:574] : INFO : Epoch 1999 | loss: 0.0312167 | val_loss: 0.0312186 | Time: 1130.83 ms
[2022-04-11 18:10:30 main:574] : INFO : Epoch 2000 | loss: 0.0312131 | val_loss: 0.0312183 | Time: 1125.9 ms
[2022-04-11 18:10:31 main:574] : INFO : Epoch 2001 | loss: 0.0312138 | val_loss: 0.0312229 | Time: 1125.85 ms
[2022-04-11 18:10:32 main:574] : INFO : Epoch 2002 | loss: 0.0312142 | val_loss: 0.0312194 | Time: 1122.67 ms
[2022-04-11 18:10:33 main:574] : INFO : Epoch 2003 | loss: 0.0312159 | val_loss: 0.0312202 | Time: 1126.03 ms
[2022-04-11 18:10:35 main:574] : INFO : Epoch 2004 | loss: 0.0312151 | val_loss: 0.0312184 | Time: 1138.41 ms
[2022-04-11 18:10:36 main:574] : INFO : Epoch 2005 | loss: 0.0312134 | val_loss: 0.0312209 | Time: 1128.96 ms
[2022-04-11 18:10:37 main:574] : INFO : Epoch 2006 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 1129.45 ms
[2022-04-11 18:10:38 main:574] : INFO : Epoch 2007 | loss: 0.0312152 | val_loss: 0.0312186 | Time: 1135.36 ms
[2022-04-11 18:10:39 main:574] : INFO : Epoch 2008 | loss: 0.0312133 | val_loss: 0.0312182 | Time: 1127.25 ms
[2022-04-11 18:10:40 main:574] : INFO : Epoch 2009 | loss: 0.0312136 | val_loss: 0.0312225 | Time: 1139.76 ms
[2022-04-11 18:10:41 main:574] : INFO : Epoch 2010 | loss: 0.0312144 | val_loss: 0.0312215 | Time: 1128.71 ms
[2022-04-11 18:10:43 main:574] : INFO : Epoch 2011 | loss: 0.0312173 | val_loss: 0.0312264 | Time: 1133.88 ms
[2022-04-11 18:10:44 main:574] : INFO : Epoch 2012 | loss: 0.0312152 | val_loss: 0.0312169 | Time: 1134.65 ms
[2022-04-11 18:10:45 main:574] : INFO : Epoch 2013 | loss: 0.0312132 | val_loss: 0.0312194 | Time: 1132.16 ms
[2022-04-11 18:10:46 main:574] : INFO : Epoch 2014 | loss: 0.0312146 | val_loss: 0.0312203 | Time: 1124.62 ms
[2022-04-11 18:10:47 main:574] : INFO : Epoch 2015 | loss: 0.0312142 | val_loss: 0.0312189 | Time: 1137.66 ms
[2022-04-11 18:10:48 main:574] : INFO : Epoch 2016 | loss: 0.0312127 | val_loss: 0.0312192 | Time: 1130.29 ms
[2022-04-11 18:10:49 main:574] : INFO : Epoch 2017 | loss: 0.031214 | val_loss: 0.0312235 | Time: 1136.52 ms
[2022-04-11 18:10:50 main:574] : INFO : Epoch 2018 | loss: 0.0312133 | val_loss: 0.0312179 | Time: 1132.35 ms
[2022-04-11 18:10:52 main:574] : INFO : Epoch 2019 | loss: 0.0312133 | val_loss: 0.0312189 | Time: 1129.63 ms
[2022-04-11 18:10:53 main:574] : INFO : Epoch 2020 | loss: 0.0312138 | val_loss: 0.03122 | Time: 1133.88 ms
[2022-04-11 18:10:54 main:574] : INFO : Epoch 2021 | loss: 0.0312126 | val_loss: 0.0312182 | Time: 1132.8 ms
[2022-04-11 18:10:55 main:574] : INFO : Epoch 2022 | loss: 0.0312126 | val_loss: 0.0312172 | Time: 1129.38 ms
[2022-04-11 18:10:56 main:574] : INFO : Epoch 2023 | loss: 0.0312128 | val_loss: 0.0312197 | Time: 1129.2 ms
[2022-04-11 18:10:57 main:574] : INFO : Epoch 2024 | loss: 0.0312127 | val_loss: 0.0312205 | Time: 1132.39 ms
[2022-04-11 18:10:58 main:574] : INFO : Epoch 2025 | loss: 0.0312121 | val_loss: 0.0312171 | Time: 1128.04 ms
[2022-04-11 18:11:00 main:574] : INFO : Epoch 2026 | loss: 0.0312155 | val_loss: 0.0312258 | Time: 1131.35 ms
[2022-04-11 18:11:01 main:574] : INFO : Epoch 2027 | loss: 0.0312154 | val_loss: 0.0312185 | Time: 1141.06 ms
[2022-04-11 18:11:02 main:574] : INFO : Epoch 2028 | loss: 0.031216 | val_loss: 0.0312254 | Time: 1134.52 ms
[2022-04-11 18:11:03 main:574] : INFO : Epoch 2029 | loss: 0.0312188 | val_loss: 0.0312187 | Time: 1125.12 ms
[2022-04-11 18:11:04 main:574] : INFO : Epoch 2030 | loss: 0.031215 | val_loss: 0.0312249 | Time: 1128.61 ms
[2022-04-11 18:11:05 main:574] : INFO : Epoch 2031 | loss: 0.0312208 | val_loss: 0.0312338 | Time: 1129.66 ms
[2022-04-11 18:11:06 main:574] : INFO : Epoch 2032 | loss: 0.031219 | val_loss: 0.0312225 | Time: 1128.52 ms
[2022-04-11 18:11:07 main:574] : INFO : Epoch 2033 | loss: 0.0312137 | val_loss: 0.0312202 | Time: 1127.97 ms
[2022-04-11 18:11:09 main:574] : INFO : Epoch 2034 | loss: 0.0312142 | val_loss: 0.031219 | Time: 1126.4 ms
[2022-04-11 18:11:10 main:574] : INFO : Epoch 2035 | loss: 0.0312153 | val_loss: 0.0312184 | Time: 1125.94 ms
[2022-04-11 18:11:11 main:574] : INFO : Epoch 2036 | loss: 0.0312125 | val_loss: 0.031217 | Time: 1136.21 ms
[2022-04-11 18:11:12 main:574] : INFO : Epoch 2037 | loss: 0.0312151 | val_loss: 0.0312172 | Time: 1140.26 ms
[2022-04-11 18:11:13 main:574] : INFO : Epoch 2038 | loss: 0.0312168 | val_loss: 0.0312185 | Time: 1140.15 ms
[2022-04-11 18:11:14 main:574] : INFO : Epoch 2039 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 1129.7 ms
[2022-04-11 18:11:15 main:574] : INFO : Epoch 2040 | loss: 0.0312146 | val_loss: 0.0312194 | Time: 1130.68 ms
[2022-04-11 18:11:17 main:574] : INFO : Epoch 2041 | loss: 0.0312137 | val_loss: 0.0312166 | Time: 1138.65 ms
[2022-04-11 18:11:18 main:574] : INFO : Epoch 2042 | loss: 0.0312129 | val_loss: 0.0312174 | Time: 1130.98 ms
[2022-04-11 18:11:19 main:574] : INFO : Epoch 2043 | loss: 0.0312125 | val_loss: 0.0312153 | Time: 1126.25 ms
[2022-04-11 18:11:20 main:574] : INFO : Epoch 2044 | loss: 0.0312114 | val_loss: 0.0312159 | Time: 1137.6 ms
[2022-04-11 18:11:21 main:574] : INFO : Epoch 2045 | loss: 0.0312116 | val_loss: 0.0312153 | Time: 1136.69 ms
[2022-04-11 18:11:22 main:574] : INFO : Epoch 2046 | loss: 0.0312111 | val_loss: 0.0312159 | Time: 1137.5 ms
[2022-04-11 18:11:23 main:574] : INFO : Epoch 2047 | loss: 0.0312108 | val_loss: 0.031218 | Time: 1142.74 ms
[2022-04-11 18:11:24 main:574] : INFO : Epoch 2048 | loss: 0.031211 | val_loss: 0.0312158 | Time: 1125.27 ms
[2022-04-11 18:11:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312158
[2022-04-11 18:11:24 main:603] : INFO : Saving end state to config to file
[2022-04-11 18:11:24 main:608] : INFO : Success, exiting..
18:11:24 (11508): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)